Cas & Résultats

Real results from AI agent implementations

Multi Agent System

Outreach Agent: 3x Response Rate

Challenge

B2B SaaS company struggling with low email response rates (8%) and spending 15+ hours/week on manual outreach personalization.

Solution

Built a multi agent system that:

  • Researches prospects using LinkedIn and company data
  • Generates personalized emails with brand voice
  • A/B tests subject lines and messaging
  • Syncs with HubSpot CRM automatically

Results

3x Response Rate
500+ Emails/Day
90% Time Saved

Tech Stack

GPT 4 for personalization, Apollo API for enrichment, SendGrid for delivery, HubSpot integration

Conversational AI

Agentic Chatbot: 40% More Qualified Leads

Challenge

E commerce platform receiving 200+ inquiries/day but only converting 15% to qualified leads due to slow response times.

Solution

Deployed an agentic chatbot that:

  • Qualifies leads through natural conversation
  • Answers product questions using RAG
  • Books demo calls automatically
  • Hands off to humans when needed

Results

40% More Qualified Leads
24/7 Availability
1s Response Time

Tech Stack

Claude 3.5 with RAG, Pinecone vector DB, Calendly integration, Intercom handoff

Knowledge Management

Enterprise RAG: 85% Accuracy on Complex Queries

Challenge

Financial services firm with 10,000+ internal documents. Employees spending 2 3 hours/day searching for information.

Solution

Implemented enterprise RAG system with:

  • Hybrid search (semantic + keyword)
  • Document chunking with context preservation
  • Citation tracking for compliance
  • Role based access control

Results

70% Search Time Reduction
85% Query Accuracy
95% User Adoption

Tech Stack

OpenAI embeddings, Weaviate vector DB, LangChain for orchestration, custom UI in React

More Results

Document Processing Agent

Automated invoice processing with 98% accuracy, saving 10 hours/week

10x faster

Lead Scoring Model

Increased sales team efficiency by 3x with predictive lead prioritization

85% accuracy

Workflow Automation

Reduced ticket routing time from 2 hours to 2 minutes with AI classification

60x faster

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